This questions is for beginner students only.
Why do you ask? The answer is readily available through any internet search. Is this, by any chance, homework?
I like Prof Conroy's answer but I will add one thing. The complete answer cannot be given without reference to linear algebra.David Booth
You can check any book of statistics to understand and follow the answer, and get acquainted with this topic, Regard.
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